Semantic Information Pursuit for Multimodal Data Analysis
Lead Research Organisation:
University of Oxford
Department Name: Statistics
Abstract
Abstracts are not currently available in GtR for all funded research. This is normally because the abstract was not required at the time of proposal submission, but may be because it included sensitive information such as personal details.
People |
ORCID iD |
Arnaud Doucet (Principal Investigator) |
Publications
Picard-Weibel A
(2022)
On change of measure inequalities for $f$-divergences
Gagnon P
(2020)
Nonreversible Jump Algorithms for Bayesian Nested Model Selection
in Journal of Computational and Graphical Statistics
Wang R
(2022)
Multiple Riemannian Manifold-Valued Descriptors Based Image Set Classification With Multi-Kernel Metric Learning
in IEEE Transactions on Big Data
Daudel K.
(2021)
Mixture weights optimisation for Alpha-Divergence Variational Inference
in Advances in Neural Information Processing Systems
Leroy A
(2022)
MAGMA: inference and prediction using multi-task Gaussian processes with common mean
in Machine Learning
Viallard P
(2023)
Learning via Wasserstein-Based High Probability Generalisation Bounds
Zantedeschi V.
(2021)
Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound
in Advances in Neural Information Processing Systems
Yin H
(2019)
Learning a representation with the block-diagonal structure for pattern classification
in Pattern Analysis and Applications
Wang R
(2021)
Graph Embedding Multi-Kernel Metric Learning for Image Set Classification With Grassmannian Manifold-Valued Features
in IEEE Transactions on Multimedia